12 Aug
|
Prevalent AI
|
Kochi
12 Aug
Prevalent AI
Kochi
Job Description — Data Architect
Security Data Fabric
Role purpose :
At Prevalent AI, we empower organizations to take control of every risk across every attack surface. Our clients rely on our cutting-edge Security Data Fabric as the foundation for comprehensive Exposure Management, enabling enhanced decision-making. By helping clients see everything, fix what matters, and stop attacks before they happen, we’re reshaping the future of security.
The Data Architect defines and governs the canonical data semantics of the Data Fabric and ensures that data remains trustworthy, traceable, and evolvable as usage, scale, and complexity grow.
You own the logical data model and ontology of the fabric, and you control how it evolves. Beyond initial modelling, you define how cross-cutting concerns — lineage, provenance, data quality, retention, and versioning — are represented in the model and enforced consistently. You ensure that semantic changes are explicit, versioned, and backward-compatible, so analysts and product teams can experiment safely without eroding trust in canonical data.
You work alongside a Technical Architect who owns platform, infrastructure, and the physical realisation of the model across stores.
Key accountabilities :
Canonical model and ontology
- Own the logical data model and ontology of the Data Fabric — the definitive representation of core entities, their attributes, and the relationships between them — along with the layer boundaries within the fabric.
- Evaluate modelling approaches across the semantic spectrum, from property graph schemas through document schemas to more formal semantic frameworks, and recommend the approach that best fits expressiveness, tooling, and team capability.
- Provide guidance on how query patterns and use cases shape modelling choices. Work with product, analyst, and engineering teams so that the canonical model is effective for the queries it must serve, not only theoretically sound.
- Align canonical models
📌 Data Architect (Kochi)
🏢 Prevalent AI
📍 Kochi